Literature DB >> 25884892

Imaging and dosimetric errors in 4D PET/CT-guided radiotherapy from patient-specific respiratory patterns: a dynamic motion phantom end-to-end study.

S R Bowen1, M J Nyflot, C Herrmann, C M Groh, J Meyer, S D Wollenweber, C W Stearns, P E Kinahan, G A Sandison.   

Abstract

Effective positron emission tomography / computed tomography (PET/CT) guidance in radiotherapy of lung cancer requires estimation and mitigation of errors due to respiratory motion. An end-to-end workflow was developed to measure patient-specific motion-induced uncertainties in imaging, treatment planning, and radiation delivery with respiratory motion phantoms and dosimeters. A custom torso phantom with inserts mimicking normal lung tissue and lung lesion was filled with [(18)F]FDG. The lung lesion insert was driven by six different patient-specific respiratory patterns or kept stationary. PET/CT images were acquired under motionless ground truth, tidal breathing motion-averaged (3D), and respiratory phase-correlated (4D) conditions. Target volumes were estimated by standardized uptake value (SUV) thresholds that accurately defined the ground-truth lesion volume. Non-uniform dose-painting plans using volumetrically modulated arc therapy were optimized for fixed normal lung and spinal cord objectives and variable PET-based target objectives. Resulting plans were delivered to a cylindrical diode array at rest, in motion on a platform driven by the same respiratory patterns (3D), or motion-compensated by a robotic couch with an infrared camera tracking system (4D). Errors were estimated relative to the static ground truth condition for mean target-to-background (T/Bmean) ratios, target volumes, planned equivalent uniform target doses, and 2%-2 mm gamma delivery passing rates. Relative to motionless ground truth conditions, PET/CT imaging errors were on the order of 10-20%, treatment planning errors were 5-10%, and treatment delivery errors were 5-30% without motion compensation. Errors from residual motion following compensation methods were reduced to 5-10% in PET/CT imaging, <5% in treatment planning, and <2% in treatment delivery. We have demonstrated that estimation of respiratory motion uncertainty and its propagation from PET/CT imaging to RT planning, and RT delivery under a dose painting paradigm is feasible within an integrated respiratory motion phantom workflow. For a limited set of cases, the magnitude of errors was comparable during PET/CT imaging and treatment delivery without motion compensation. Errors were moderately mitigated during PET/CT imaging and significantly mitigated during RT delivery with motion compensation. This dynamic motion phantom end-to-end workflow provides a method for quality assurance of 4D PET/CT-guided radiotherapy, including evaluation of respiratory motion compensation methods during imaging and treatment delivery.

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Year:  2015        PMID: 25884892      PMCID: PMC4425357          DOI: 10.1088/0031-9155/60/9/3731

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  61 in total

Review 1.  Critical review of PET-CT for radiotherapy planning in lung cancer.

Authors:  Suresh Senan; Dirk De Ruysscher
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2.  Quantification of the fluence error in the motion-compensated dynamic MLC (DMLC) technique for delivering intensity-modulated radiotherapy (IMRT).

Authors:  S Webb
Journal:  Phys Med Biol       Date:  2006-03-21       Impact factor: 3.609

Review 3.  Standards for PET image acquisition and quantitative data analysis.

Authors:  Ronald Boellaard
Journal:  J Nucl Med       Date:  2009-04-20       Impact factor: 10.057

Review 4.  Motion management in positron emission tomography/computed tomography for radiation treatment planning.

Authors:  Valentino Bettinardi; Maria Picchio; Nadia Di Muzio; Maria Carla Gilardi
Journal:  Semin Nucl Med       Date:  2012-09       Impact factor: 4.446

5.  Prognostic value of SUVmax measurements obtained by FDG-PET in patients with non-small cell lung cancer receiving chemotherapy.

Authors:  Yohei Imamura; Koichi Azuma; Seiji Kurata; Satoshi Hattori; Tetsuro Sasada; Takashi Kinoshita; Masaki Okamoto; Tomotaka Kawayama; Hayato Kaida; Masatoshi Ishibashi; Hisamichi Aizawa
Journal:  Lung Cancer       Date:  2010-04-28       Impact factor: 5.705

Review 6.  Detection and compensation of organ/lesion motion using 4D-PET/CT respiratory gated acquisition techniques.

Authors:  Valentino Bettinardi; Maria Picchio; Nadia Di Muzio; Luigi Gianolli; Maria Carla Gilardi; Cristina Messa
Journal:  Radiother Oncol       Date:  2010-08-12       Impact factor: 6.280

Review 7.  Monitoring response to treatment in patients utilizing PET.

Authors:  Norbert E Avril; Wolfgang A Weber
Journal:  Radiol Clin North Am       Date:  2005-01       Impact factor: 2.303

8.  Lymph node staging in non-small-cell lung cancer with FDG-PET scan: a prospective study on 690 lymph node stations from 68 patients.

Authors:  J F Vansteenkiste; S G Stroobants; P R De Leyn; P J Dupont; J Bogaert; A Maes; G J Deneffe; K L Nackaerts; J A Verschakelen; T E Lerut; L A Mortelmans; M G Demedts
Journal:  J Clin Oncol       Date:  1998-06       Impact factor: 44.544

Review 9.  Advances in 4D medical imaging and 4D radiation therapy.

Authors:  G Li; D Citrin; K Camphausen; B Mueller; C Burman; B Mychalczak; R W Miller; Y Song
Journal:  Technol Cancer Res Treat       Date:  2008-02

10.  Motion artifacts occurring at the lung/diaphragm interface using 4D CT attenuation correction of 4D PET scans.

Authors:  Joseph H Killoran; Victor H Gerbaudo; Marcelo Mamede; Dan Ionascu; Sang-June Park; Ross Berbeco
Journal:  J Appl Clin Med Phys       Date:  2011-11-15       Impact factor: 2.102

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  3 in total

1.  Impact of tumour motion compensation and delineation methods on FDG PET-based dose painting plan quality for NSCLC radiation therapy.

Authors:  Hannah Mary Thomas; Paul E Kinahan; James Jebaseelan E Samuel; Stephen R Bowen
Journal:  J Med Imaging Radiat Oncol       Date:  2017-11-28       Impact factor: 1.735

Review 2.  Treatment Intensification in Locally Advanced/Unresectable NSCLC Through Combined Modality Treatment and Precision Dose Escalation.

Authors:  Jing Zeng; Stephen R Bowen
Journal:  Semin Radiat Oncol       Date:  2021-04       Impact factor: 5.934

3.  Evaluation of principal component analysis-based data-driven respiratory gating for positron emission tomography.

Authors:  Matthew D Walker; Kevin M Bradley; Daniel R McGowan
Journal:  Br J Radiol       Date:  2018-03-15       Impact factor: 3.039

  3 in total

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